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基于铁死亡相关基因的透明细胞肾细胞癌新预后标志物的综合分析。

Comprehensive analysis of new prognostic signature based on ferroptosis-related genes in clear cell renal cell carcinoma.

机构信息

Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.

Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.

出版信息

Aging (Albany NY). 2021 Aug 9;13(15):19789-19804. doi: 10.18632/aging.203390.

Abstract

Clear cell renal cell carcinoma (ccRCC) is an aggressive tumor and the most common subtype of RCC. Ferroptosis is a novel form of regulated cell death, and ferroptosis-related genes (FRGs) have been associated with the prognosis of patients with certain cancers. However, the detailed prognostic correlation between FRGs and ccRCC has not yet been elucidated. To address this, the current study used The Cancer Genome Atlas (TCGA) dataset to explore 64 FRGs and determine their prognostic value in ccRCC. Results showed that 52 out of the 64 genes displayed significantly different expression levels in tumor tissue, and 35 out of the 52 differentially expressed genes (DEGs) were associated with overall survival. Subsequently, a four-gene prognostic signature (, , and ) was constructed and could successfully distinguish ccRCC patients with different prognosis in TCGA train and test sets. Furthermore, clinical ccRCC samples from our medical center were used to verify the application value of the new prognostic signature through immunohistochemistry and quantitative real-time polymerase chain reaction (qRT-PCR). Biological functional analysis implied that immune-related functions and pathways were enriched in the TCGA cohort and the immune status scores were significantly different between high- and low-risk sets. These results suggest that the four ferroptosis-related regulatory genes can act as reliable prognostic biomarkers of ccRCC, and might be exploited as potential targets of therapeutic strategies.

摘要

透明细胞肾细胞癌(ccRCC)是一种侵袭性肿瘤,也是 RCC 最常见的亚型。铁死亡是一种新形式的细胞程序性死亡,铁死亡相关基因(FRGs)与某些癌症患者的预后相关。然而,FRGs 与 ccRCC 之间的详细预后相关性尚未阐明。为了解决这个问题,本研究使用癌症基因组图谱(TCGA)数据集来探讨 64 个 FRGs,并确定它们在 ccRCC 中的预后价值。结果表明,在肿瘤组织中,64 个基因中有 52 个表现出明显不同的表达水平,其中 52 个差异表达基因(DEGs)中有 35 个与总生存期相关。随后,构建了一个由 4 个基因组成的预后标志(、、和),可以成功区分 TCGA 训练和测试集中具有不同预后的 ccRCC 患者。此外,通过免疫组织化学和定量实时聚合酶链反应(qRT-PCR),使用本医疗中心的临床 ccRCC 样本验证了新预后标志的应用价值。生物功能分析表明,TCGA 队列中富集了免疫相关功能和途径,并且高低风险组之间的免疫状态评分存在显著差异。这些结果表明,四个铁死亡相关调控基因可以作为 ccRCC 的可靠预后生物标志物,并可能被开发为潜在的治疗策略靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fbc8/8386570/6963c3cb81f0/aging-13-203390-g001.jpg

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